diff --git a/src/lib/exporters/ableton/automation.ts b/src/lib/exporters/ableton/automation.ts
new file mode 100644
index 0000000..8b50ed4
--- /dev/null
+++ b/src/lib/exporters/ableton/automation.ts
@@ -0,0 +1,277 @@
+import { FaderParam } from '../../../types/types';
+import { AblGroupPatternOccurrence, AblTrack } from '../../transformers/ableton';
+import { filterFreqFromNormalized, koEnvRangeToSeconds } from './utils';
+
+export type AbletonAutomationTarget = {
+  arrangement?: number;
+  session?: number;
+};
+
+export type AbletonAutomationTargets = Partial<
+  Record<FaderParam, AbletonAutomationTarget[]>
+>;
+
+type AutomationPoint = {
+  time: number;
+  value: number;
+};
+
+const SENTINEL_TIME = -63072000;
+const BOUNDARY_EPSILON = 0.000001;
+
+function defaultValue(parameter: FaderParam) {
+  switch (parameter) {
+    case FaderParam.LVL:
+    case FaderParam.LPF:
+      return 1;
+    case FaderParam.PTC:
+    case FaderParam.TIM:
+    case FaderParam.PAN:
+    case FaderParam.TUNE:
+      return 0.5;
+    default:
+      return 0;
+  }
+}
+
+export function convertFaderValue(
+  parameter: FaderParam,
+  value: number,
+  track: AblTrack,
+  groupMixer: boolean,
+  session: boolean,
+) {
+  switch (parameter) {
+    case FaderParam.LVL:
+      if (groupMixer || session) {
+        return value;
+      }
+      return track.volume * value;
+    case FaderParam.PTC:
+      return (value - 0.5) * 10;
+    case FaderParam.LPF:
+      return filterFreqFromNormalized(value * 0.9);
+    case FaderParam.HPF:
+      return filterFreqFromNormalized(value * 0.7);
+    case FaderParam.FX:
+      return value;
+    case FaderParam.ATK:
+      return koEnvRangeToSeconds(value * 255, track.soundLength) * 1000;
+    case FaderParam.REL:
+      return koEnvRangeToSeconds(value * 255, track.soundLength) * 1000;
+    case FaderParam.PAN:
+      return (value - 0.5) * 2;
+    case FaderParam.TUNE:
+      return Math.max(-0.5, Math.min(0.5, value - 0.5)) * 100;
+    case FaderParam.MOD:
+      return value / 20;
+    default:
+      return value;
+  }
+}
+
+export function getFaderValueAt(
+  occurrence: AblGroupPatternOccurrence | undefined,
+  parameter: FaderParam,
+  position: number,
+) {
+  const staticValue = occurrence?.faderParams[parameter];
+  let value = staticValue === undefined || staticValue === -1 ? defaultValue(parameter) : staticValue;
+  const points = (occurrence?.faderAutomation || [])
+    .filter((point) => point.parameter === parameter && point.position <= position)
+    .sort((a, b) => a.position - b.position);
+
+  if (points.length > 0) {
+    value = points[points.length - 1].value;
+  }
+
+  return value;
+}
+
+function getStaticValue(pattern: AblGroupPatternOccurrence, parameter: FaderParam) {
+  const value = pattern.faderParams[parameter];
+  return value === -1 ? defaultValue(parameter) : value;
+}
+
+function getArrangementPoints(
+  patterns: AblGroupPatternOccurrence[],
+  parameter: FaderParam,
+  track: AblTrack,
+  groupMixer: boolean,
+) {
+  const points: AutomationPoint[] = [];
+  let hasAutomation = false;
+  let previousValue = convertFaderValue(
+    parameter,
+    patterns[0] ? getStaticValue(patterns[0], parameter) : defaultValue(parameter),
+    track,
+    groupMixer,
+    false,
+  );
+
+  patterns.forEach((pattern) => {
+    const beats =
+      pattern.timeSignature.numerator * (4 / pattern.timeSignature.denominator);
+    const patternTicks = pattern.bars * beats * 96;
+    const sceneTicks = pattern.sceneBars * beats * 96;
+    const startTime = pattern.offset * beats;
+    const sourcePoints = pattern.faderAutomation
+      .filter((point) => point.parameter === parameter)
+      .sort((a, b) => a.position - b.position);
+    const staticValue = convertFaderValue(
+      parameter,
+      getStaticValue(pattern, parameter),
+      track,
+      groupMixer,
+      false,
+    );
+
+    if (sourcePoints.length === 0) {
+      if (hasAutomation) {
+        points.push({ time: Math.max(0, startTime - BOUNDARY_EPSILON), value: previousValue });
+        points.push({ time: startTime, value: staticValue });
+      }
+      previousValue = staticValue;
+      return;
+    }
+
+    hasAutomation = true;
+    for (let loopOffset = 0; loopOffset < sceneTicks; loopOffset += patternTicks) {
+      const loopStart = startTime + loopOffset / 96;
+      points.push({ time: Math.max(0, loopStart - BOUNDARY_EPSILON), value: previousValue });
+      points.push({ time: loopStart, value: staticValue });
+
+      sourcePoints.forEach((point) => {
+        if (loopOffset + point.position >= sceneTicks) {
+          return;
+        }
+        const value = convertFaderValue(parameter, point.value, track, groupMixer, false);
+        points.push({ time: startTime + (loopOffset + point.position) / 96, value });
+        previousValue = value;
+      });
+    }
+  });
+
+  if (!hasAutomation) {
+    return [];
+  }
+
+  return [{ time: SENTINEL_TIME, value: points[0]?.value ?? previousValue }, ...points];
+}
+
+function getClipPoints(
+  pattern: AblGroupPatternOccurrence,
+  parameter: FaderParam,
+  track: AblTrack,
+  groupMixer: boolean,
+) {
+  const sourcePoints = pattern.faderAutomation
+    .filter((point) => point.parameter === parameter)
+    .sort((a, b) => a.position - b.position);
+  if (sourcePoints.length === 0) {
+    return [];
+  }
+
+  const staticValue = convertFaderValue(
+    parameter,
+    getStaticValue(pattern, parameter),
+    track,
+    groupMixer,
+    true,
+  );
+  return [
+    { time: SENTINEL_TIME, value: staticValue },
+    { time: 0, value: staticValue },
+    ...sourcePoints.map((point) => ({
+      time: point.position / 96,
+      value: convertFaderValue(parameter, point.value, track, groupMixer, true),
+    })),
+  ];
+}
+
+function floatEvents(points: AutomationPoint[]) {
+  return points.map((point, index) => ({
+    '@Id': index,
+    '@Time': point.time,
+    '@Value': point.value,
+  }));
+}
+
+function automationContent(points: AutomationPoint[]) {
+  return {
+    Events: { FloatEvent: floatEvents(points) },
+    AutomationTransformViewState: {
+      IsTransformPending: { '@Value': 'false' },
+      TimeAndValueTransforms: {},
+    },
+  };
+}
+
+export function buildArrangementEnvelopes(
+  patterns: AblGroupPatternOccurrence[],
+  targets: AbletonAutomationTargets,
+  track: AblTrack,
+  groupMixer: boolean,
+) {
+  const envelopes: any[] = [];
+  Object.entries(targets).forEach(([parameterString, targetList]) => {
+    const parameter = Number(parameterString) as FaderParam;
+    if (parameter === FaderParam.TIM || parameter === FaderParam.VEL) {
+      return;
+    }
+    const points = getArrangementPoints(patterns, parameter, track, groupMixer);
+    if (points.length === 0) {
+      return;
+    }
+    targetList?.forEach((target) => {
+      if (target.arrangement === undefined) {
+        return;
+      }
+      envelopes.push({
+        '@Id': envelopes.length,
+        EnvelopeTarget: { PointeeId: { '@Value': target.arrangement } },
+        Automation: automationContent(points),
+      });
+    });
+  });
+  return envelopes;
+}
+
+export function buildClipEnvelopes(
+  pattern: AblGroupPatternOccurrence | undefined,
+  targets: AbletonAutomationTargets,
+  track: AblTrack,
+  groupMixer: boolean,
+) {
+  if (!pattern) {
+    return [];
+  }
+
+  const envelopes: any[] = [];
+  Object.entries(targets).forEach(([parameterString, targetList]) => {
+    const parameter = Number(parameterString) as FaderParam;
+    if (parameter === FaderParam.TIM || parameter === FaderParam.VEL) {
+      return;
+    }
+    const points = getClipPoints(pattern, parameter, track, groupMixer);
+    if (points.length === 0) {
+      return;
+    }
+    targetList?.forEach((target) => {
+      if (target.session === undefined) {
+        return;
+      }
+      envelopes.push({
+        '@Id': envelopes.length,
+        EnvelopeTarget: { PointeeId: { '@Value': target.session } },
+        Automation: automationContent(points),
+        LoopSlot: { Value: {} },
+        ScrollerTimePreserver: {
+          LeftTime: { '@Value': 0 },
+          RightTime: { '@Value': 0 },
+        },
+      });
+    });
+  });
+  return envelopes;
+}