Migration Agent
Describe what you are moving. The agent scores complexity, maps your entities, derives a timeline from the target platform's published API limits, and flags what will break — showing the arithmetic and citing the source behind every number.
How can I help?
Ask for a tool — JWT decoder, JSON → CSV, vendor evaluator, PII scanner — or describe a migration with platforms and volumes for a sourced plan.
A language model reads your message, but it never produces a figure. That split is what makes the output auditable.
It extracts source platform, target platform, entities, record counts, and plan tier from your sentence. That is the whole of its job. Anything it returns that is not a valid platform or a finite record count is discarded and reported back to you.
Complexity, timeline, mapping, and risks are computed by ordinary code against a knowledge base of platform limits, entity mappings, and field tables. Identical input always produces identical output.
Each result ships with the formula that produced it and, where one exists, the verbatim platform limitation it came from. If the engine had to assume a value, it says so instead of quietly guessing.
Being specific about the limits is more useful than overclaiming.
Rate limits, entity mappings, and known limitations are extracted from platform documentation and migration guides, not inferred. Where a field-level mapping table exists for your platform pair, the agent uses it.
Timelines assume steady throughput at the published rate limit. Real migrations hit retries, throttling, and data-quality surprises. That is why the engine adds an explicit validation pass and buffer, both shown separately.
If a platform has no published rate limit on record, or your plan tier is not one we have a figure for, the agent uses a conservative default and labels it as an assumption rather than presenting it as fact.
The knowledge base currently covers the helpdesk vertical in depth. CRM, HRIS, and other verticals are being added one at a time, each with its own mapping and limitation data.
Hand over the brief the agent just produced. Fixed-price, scoped, and delivered.
