KEY FEATURES / INTEGRATIONS

Works with your stack.
Securely, explainably, and scalable

AHEAD connects apps, documents, data, and devices - applies policy and lineage - and writes back governed deliverables to Teams, ticketing, CRM, and more. Deploy in cloud, on‑prem, edge, or air‑gapped.

Connecting an API is easy. Making it usable and trustworthy with privacy, access controls, lineage, and write‑back workflows, is what turns integrations into outcomes.
AHEAD bakes in policy‑aware retrieval and deliverable distribution, so teams don't just pull data, they deliver work.
Connectors Architecture. From connection to governed context and write‑back deliverables.
Auth Sync Normalize Policy Lineage Serve / Write-back
Policy-aware by design Low-latency retrieval Write-back with canonical links

Auth & Secrets

  • OAuth / service accounts; key vaults, rotation, IP allow-lists.
  • Least-privilege scopes by integration and by operation.

Sync & Change Capture

  • Scheduled pulls, webhooks, CDC, file watchers; back-pressure & retries.
  • Stream or batch; incremental checkpoints.

Normalize & Enrich

  • Parse docs/threads/tables; map schemas; dedupe; harmonize units/time.
  • Extract entities/sections; hybrid (symbolic+vector) indexing for retrieval.

Policy & Redaction

  • PII detection/masking; ABAC tags; purpose limitation.
  • Residency/retention rules applied at ingest.

Lineage & Catalog

  • Source registry, ownership, refresh cadence; transform & redaction steps.
  • Searchable catalog with tags and risk flags.

Serve & Write-back

  • Low-latency, policy-aware retrieval for Context Engineering & agents.
  • Deliverables write-back to Slack/Teams, DMS, ITSM/CRM/ERP with canonical links.
Outcome
Integrations produce explainable context and distributable deliverables. Not just connections.
Integration Catalog - Works with your stack securely, explainably, and at scale.
Category Examples Common Actions (read/write)
Collab & Messaging
SlackMicrosoft Teams
Read channel threads & files; post deliverables; notify reviewers; deep-link to canonical artifacts
Content & DMS
SharePointGoogle DriveBoxConfluenceNotion
Read docs/pages; manage versions; attach Explainability Cards; export Deliverable Packets
Work Mgmt & ITSM
JiraServiceNowAsanaMonday
Create/update issues; attach Ticket Resolution Summaries; sync statuses; log approvals
CRM / Service / Marketing
SalesforceHubSpotIntercomZendesk
Read deals/cases; write notes & tasks; attach Decision Memos or KB Articles
ERP & Finance
SAPOracleNetSuite
Read invoices/POs; write variance tags; attach Approved Invoice Packets (where supported)
Data & Storage
SnowflakeBigQueryRedshiftS3Azure BlobGCS
Query datasets; fetch files; publish Forecast Decks; persist evidence bundles
Email & Calendars
Microsoft 365GmailGoogle Calendar
Read threads; compose drafts for review; deliver Handoff Sheets & scheduled reviews
Identity & Access
OktaAzure AD
SSO/SAML; role sync; least-privilege access mapping
Observability / Logging
DatadogSplunk
Ingest events; attach traces to deliverables; alert on connector health
Industrial / Edge
IgnitionOSIsoft PIEAM/CMMS
Ingest sensor/inspection data; create Inspection Reports; update maintenance tasks
AI / Vector Providers
OpenAIAnthropicGoogleAzure OpenAILlamaMistralFAISSpgvector
Route by cost/latency/quality; store/retrieve embeddings; attach model cards / usage logs